basemodeltype basemodelfile newmodelfile lr fit_type epoch orig_metric retrain_metric orig_most_confused fig_base_toplosses fig_base_confmat fig_train_confmat fig_orig_lrfind last_train_loss last_val_loss last_val_metric fig_train_lr fig_train_losses fig_train_metrics
0 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr3e-05 0.00003 onecycle 10 0.116712 0.058187 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.022081 0.219342 0.058187
1 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr5e-05 0.00005 onecycle 10 0.116712 0.057510 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.021435 0.233277 0.057510
2 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0001 0.00010 onecycle 10 0.116712 0.061231 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.026189 0.248023 0.061231
3 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0003 0.00030 onecycle 10 0.116712 0.081191 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.038970 0.306908 0.081191
4 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep10-onecycle-lr0.0005 0.00050 onecycle 10 0.116712 0.085927 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.073975 0.304880 0.085927
5 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr3e-05 0.00003 onecycle 20 0.116712 0.056495 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.009680 0.225483 0.056495
6 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr5e-05 0.00005 onecycle 20 0.116712 0.057848 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.009279 0.238265 0.057848
7 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0001 0.00010 onecycle 20 0.116712 0.065629 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.009823 0.271326 0.065629
8 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0003 0.00030 onecycle 20 0.116712 0.081867 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.016047 0.301006 0.081867
9 resnet101 basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain basetrain-res101-lr3e3_1e61e4-ep8_3-pretrain_labch_abyss_york-ep20-onecycle-lr0.0005 0.00050 onecycle 20 0.116712 0.086265 [(yorkshire_terrier, Abyssinian, 92), (Abyssinian, yorkshire_terrier, 78), (Ragdoll, Birman, 15), (staffordshire_bull_terrier, american_pit_bull_terrier, 15)] 0.022370 0.323957 0.086265